Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual...

Generate API documentation from source code, supporting REST APIs, GraphQL, and various documentation formats.

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to...

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks),...

Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism,...

Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks,...

Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug...

Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing,...

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech...